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Predict the Stock Market with only Three Variables?

I chose not to try and utilize predict.py for this project, as I do not recall receiving any training on how to use that. So I used Python code with Jupyter instead.
Any feedback is most welcome.

https://app.dataquest.io/c/11/m/65/guided-project%3A-predicting-the-stock-market/7/next-steps

Predicting the Stock Market.ipynb (751.2 KB)

Click here to view the jupyter notebook file in a new tab